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List of works by Andreas Züfle

An Infectious Disease Spread Simulation to Control Data Bias

Change of human mobility during COVID-19: A United States case study

scientific article published on 2 November 2021

Clustering Adverse Events of COVID-19 Vaccines Across the United States

Data and Resources for Combining Point of Interest Semantics, Locations, and Road Networks

Distance, Origin and Category Constrained Paths

scientific article published on 08 May 2023

EPIPOL

scientific article published on 07 November 2023

Fine-Grained Diversification of Proximity Constrained Queries on Road Networks

scientific article published on 16 August 2019

GeoLife+: Large-Scale Simulated Trajectory Datasets Calibrated to the GeoLife Dataset

Human Mobility Challenge: Are Transformers Effective for Human Mobility Prediction?

In Silico Human Mobility Data Science: Leveraging Massive Simulated Mobility Data (Vision Paper)

scientific article published on 18 June 2024

Introduction to the Special Issue on Understanding the Spread of COVID-19, Part 1

scientific article published on 31 October 2022

Introduction to the Special Issue on Understanding the Spread of COVID-19, Part 2

scientific article published on 29 October 2022

Investigating permafrost carbon dynamics in Alaska with artificial intelligence

scientific article published on 16 November 2023

Kinematic Detection of Anomalies in Human Trajectory Data

Knowledge extraction from crowdsourced data for the enrichment of road networks

scientific article published in 2017

Knowledge-Enriched Route Computation

scientific article published in 2015

Large Language Models for Spatial Trajectory Patterns Mining

Leveraging Simulation Data to Understand Bias in Predictive Models of Infectious Disease Spread

scientific article published on 25 April 2024

Massive Trajectory Data Based on Patterns of Life

scientific article published on 22 December 2023

Minimal spatio-temporal database repairs

scientific article published on 14 January 2014

Mobility Data Science: Perspectives and Challenges

scientific article published on 7 May 2024

Neural Collaborative Filtering to Detect Anomalies in Human Semantic Trajectories

Parallel Hub Labeling Maintenance With High Efficiency in Dynamic Small-World Networks

scientific article published in November 2023

Probabilistic nearest neighbor queries on uncertain moving object trajectories

Representative clustering of uncertain data

Riesz-Quincunx-UNet Variational Autoencoder for Unsupervised Satellite Image Denoising

scientific article published in January 2023

RouteDOC: Routing with Distance, Origin and Category Constraints (Demonstration Paper)

scientific article published on 24 August 2023

Similarity Search in Time Series of Dynamical Model-based Systems

Similarity Search on Uncertain Spatio-temporal Data

Similarity search in fuzzy object databases

scientific article published on 06 July 2015

Simplifying traffic simulation - from Euclidean distances to agent-based models

scientific article published on 12 November 2024

Source Localization for Cross Network Information Diffusion

scientific article published on 25 August 2024

Spatial Transfer Learning for Estimating PM$$_{2.5}$$ in Data-Poor Regions

Synthetic Geosocial Network Generation

The Patterns of Life Human Mobility Simulation

Transferable Unsupervised Outlier Detection Framework for Human Semantic Trajectories

Urban Anomalies: A Simulated Human Mobility Dataset with Injected Anomalies